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Detecting moving objects by background difference and frame-difference

  • Yihuan Zhao*
  • , Zulin Wang
  • *Corresponding author for this work
  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The performances of Background Difference Method and Frame-difference Method for detecting moving objects are analyzed. It is found that as the second method is characterized by being sensitive only to moving objects, it can be used to update the background image, an important step for the first method. A new technique integrating both methods is then proposed. Using the consecutive frames differencing images and the detection result of the previous frame, we restore background model, which can be utilized later to eliminate the detection error caused by the Frame-difference Method. Based on this truth, we design a detecting system to realize the new algorithm. Experiments on indoor and outdoor video streams show that the new technique has strong adaptability and veracity.

Original languageEnglish
Title of host publicationMIPPR 2007
Subtitle of host publicationAutomatic Target Recognition and Image Analysis; and Multispectral Image Acquisition
DOIs
StatePublished - 2007
EventMIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition - Wuhan, China
Duration: 15 Nov 200717 Nov 2007

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6786
ISSN (Print)0277-786X

Conference

ConferenceMIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition
Country/TerritoryChina
CityWuhan
Period15/11/0717/11/07

Keywords

  • Background difference
  • Frame-difference
  • MPEG-4
  • Object detection

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